我正在用Node.js和mongoose写一个web应用程序。如何对我从.find()调用得到的结果进行分页?我想要一个功能可比的“限制50,100”在SQL。
当前回答
您可以使用skip()和limit(),但效率非常低。更好的解决方案是对索引字段加上limit()进行排序。 我们在Wunderflats发布了一个小库:https://github.com/wunderflats/goosepage 它用了第一种方法。
其他回答
您可以像这样编写查询。
mySchema.find().skip((page-1)*per_page).limit(per_page).exec(function(err, articles) {
if (err) {
return res.status(400).send({
message: err
});
} else {
res.json(articles);
}
});
Page:来自客户端作为请求参数的页码。 Per_page:每页显示的结果数目
如果你正在使用MEAN堆栈,下面的博客文章提供了很多信息,在前端使用angular-UI引导和在后端使用猫鼬跳过和限制方法创建分页。
参见:https://techpituwa.wordpress.com/2015/06/06/mean-js-pagination-with-angular-ui-bootstrap/
有一些很好的答案给出了使用skip()和limit()的解决方案,但是,在某些情况下,我们还需要文档计数来生成分页。以下是我们在项目中所做的:
const PaginatePlugin = (schema, options) => {
options = options || {}
schema.query.paginate = async function(params) {
const pagination = {
limit: options.limit || 10,
page: 1,
count: 0
}
pagination.limit = parseInt(params.limit) || pagination.limit
const page = parseInt(params.page)
pagination.page = page > 0 ? page : pagination.page
const offset = (pagination.page - 1) * pagination.limit
const [data, count] = await Promise.all([
this.limit(pagination.limit).skip(offset),
this.model.countDocuments(this.getQuery())
]);
pagination.count = count;
return { data, pagination }
}
}
mySchema.plugin(PaginatePlugin, { limit: DEFAULT_LIMIT })
// using async/await
const { data, pagination } = await MyModel.find(...)
.populate(...)
.sort(...)
.paginate({ page: 1, limit: 10 })
// or using Promise
MyModel.find(...).paginate(req.query)
.then(({ data, pagination }) => {
})
.catch(err => {
})
const ITEMS_PER_PAGE = 2;
exports.getProducts = (req, res, next) => {
// + will turn the string to a number
const page = +req.query.page || 1;
let totalItems;
//Product model
Product.find()
.countDocuments()
.then((numProducts) => {
totalItems = numProducts;
return Product.find()
//If query param is 3, since ITEMS_PER_PAGE = 2, we skip 2*2 items
// we show only 5th and 6th item
.skip((page - 1) * ITEMS_PER_PAGE)
.limit(ITEMS_PER_PAGE);
})
.then((products) => {
res.render("shop/products", {
// maybe sending the products object to templating engine
});
})
.catch((err) => {
const error = new Error(err);
error.httpStatusCode = 500;
// if you are set express error handler, use this
// when we call next() with an argument passed in, we let express know, we skip all other middlewares, we move to error handling middleware
return next(error);
});
};
MongoDB官方博客有一个关于分页的条目,在那里他们解释了为什么“跳过”可能会很慢,并提供了替代方案:https://www.mongodb.com/blog/post/paging-with-the-bucket-pattern--part-1
实现这一点的可靠方法是使用查询字符串从前端传递值。假设我们想要获得第2页,并将输出限制为25个结果。 page=2&limit=25 //这将被添加到您的URL: http:localhost:5000?= 2限制= 25页
让我们看看代码:
// We would receive the values with req.query.<<valueName>> => e.g. req.query.page
// Since it would be a String we need to convert it to a Number in order to do our
// necessary calculations. Let's do it using the parseInt() method and let's also provide some default values:
const page = parseInt(req.query.page, 10) || 1; // getting the 'page' value
const limit = parseInt(req.query.limit, 10) || 25; // getting the 'limit' value
const startIndex = (page - 1) * limit; // this is how we would calculate the start index aka the SKIP value
const endIndex = page * limit; // this is how we would calculate the end index
// We also need the 'total' and we can get it easily using the Mongoose built-in **countDocuments** method
const total = await <<modelName>>.countDocuments();
// skip() will return a certain number of results after a certain number of documents.
// limit() is used to specify the maximum number of results to be returned.
// Let's assume that both are set (if that's not the case, the default value will be used for)
query = query.skip(startIndex).limit(limit);
// Executing the query
const results = await query;
// Pagination result
// Let's now prepare an object for the frontend
const pagination = {};
// If the endIndex is smaller than the total number of documents, we have a next page
if (endIndex < total) {
pagination.next = {
page: page + 1,
limit
};
}
// If the startIndex is greater than 0, we have a previous page
if (startIndex > 0) {
pagination.prev = {
page: page - 1,
limit
};
}
// Implementing some final touches and making a successful response (Express.js)
const advancedResults = {
success: true,
count: results.length,
pagination,
data: results
}
// That's it. All we have to do now is send the `results` to the frontend.
res.status(200).json(advancedResults);
我建议将这个逻辑实现到中间件中,这样你就可以将它用于各种路由/控制器。
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